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Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry
Background: This study assessed the predictive performance of inflammatory, hepatic, coagulation, and cardiac biomarkers in patients with prediabetes and diabetes mellitus hospitalized for COVID-19 in Austria. Methods: This was an analysis of a multicenter cohort study of 747 patients with diabetes...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229324/ https://www.ncbi.nlm.nih.gov/pubmed/35746755 http://dx.doi.org/10.3390/v14061285 |
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author | Aziz, Faisal Stöcher, Hannah Bräuer, Alexander Ciardi, Christian Clodi, Martin Fasching, Peter Karolyi, Mario Kautzky-Willer, Alexandra Klammer, Carmen Malle, Oliver Aberer, Felix Pawelka, Erich Peric, Slobodan Ress, Claudia Sourij, Caren Stechemesser, Lars Stingl, Harald Stulnig, Thomas Tripolt, Norbert Wagner, Michael Wolf, Peter Zitterl, Andreas Moser, Othmar Schelkshorn, Christian Kaser, Susanne Sourij, Harald |
author_facet | Aziz, Faisal Stöcher, Hannah Bräuer, Alexander Ciardi, Christian Clodi, Martin Fasching, Peter Karolyi, Mario Kautzky-Willer, Alexandra Klammer, Carmen Malle, Oliver Aberer, Felix Pawelka, Erich Peric, Slobodan Ress, Claudia Sourij, Caren Stechemesser, Lars Stingl, Harald Stulnig, Thomas Tripolt, Norbert Wagner, Michael Wolf, Peter Zitterl, Andreas Moser, Othmar Schelkshorn, Christian Kaser, Susanne Sourij, Harald |
author_sort | Aziz, Faisal |
collection | PubMed |
description | Background: This study assessed the predictive performance of inflammatory, hepatic, coagulation, and cardiac biomarkers in patients with prediabetes and diabetes mellitus hospitalized for COVID-19 in Austria. Methods: This was an analysis of a multicenter cohort study of 747 patients with diabetes mellitus or prediabetes hospitalized for COVID-19 in 11 hospitals in Austria. The primary outcome of this study was in-hospital mortality. The predictor variables included demographic characteristics, clinical parameters, comorbidities, use of medication, disease severity, and laboratory measurements of biomarkers. The association between biomarkers and in-hospital mortality was assessed using simple and multiple logistic regression analyses. The predictive performance of biomarkers was assessed using discrimination and calibration. Results: In our analysis, 70.8% had type 2 diabetes mellitus, 5.8% had type 1 diabetes mellitus, 14.9% had prediabetes, and 8.6% had other types of diabetes mellitus. The mean age was 70.3 ± 13.3 years, and 69.3% of patients were men. A total of 19.0% of patients died in the hospital. In multiple logistic regression analysis, LDH, CRP, IL-6, PCT, AST-ALT ratio, NT-proBNP, and Troponin T were significantly associated with in-hospital mortality. The discrimination of NT-proBNP was 74%, and that of Troponin T was 81%. The calibration of NT-proBNP was adequate (p = 0.302), while it was inadequate for Troponin T (p = 0.010). Conclusion: Troponin T showed excellent predictive performance, while NT-proBNP showed good predictive performance for assessing in-hospital mortality in patients with diabetes mellitus hospitalized with COVID-19. Therefore, these cardiac biomarkers may be used for prognostication of COVID-19 patients. |
format | Online Article Text |
id | pubmed-9229324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92293242022-06-25 Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry Aziz, Faisal Stöcher, Hannah Bräuer, Alexander Ciardi, Christian Clodi, Martin Fasching, Peter Karolyi, Mario Kautzky-Willer, Alexandra Klammer, Carmen Malle, Oliver Aberer, Felix Pawelka, Erich Peric, Slobodan Ress, Claudia Sourij, Caren Stechemesser, Lars Stingl, Harald Stulnig, Thomas Tripolt, Norbert Wagner, Michael Wolf, Peter Zitterl, Andreas Moser, Othmar Schelkshorn, Christian Kaser, Susanne Sourij, Harald Viruses Article Background: This study assessed the predictive performance of inflammatory, hepatic, coagulation, and cardiac biomarkers in patients with prediabetes and diabetes mellitus hospitalized for COVID-19 in Austria. Methods: This was an analysis of a multicenter cohort study of 747 patients with diabetes mellitus or prediabetes hospitalized for COVID-19 in 11 hospitals in Austria. The primary outcome of this study was in-hospital mortality. The predictor variables included demographic characteristics, clinical parameters, comorbidities, use of medication, disease severity, and laboratory measurements of biomarkers. The association between biomarkers and in-hospital mortality was assessed using simple and multiple logistic regression analyses. The predictive performance of biomarkers was assessed using discrimination and calibration. Results: In our analysis, 70.8% had type 2 diabetes mellitus, 5.8% had type 1 diabetes mellitus, 14.9% had prediabetes, and 8.6% had other types of diabetes mellitus. The mean age was 70.3 ± 13.3 years, and 69.3% of patients were men. A total of 19.0% of patients died in the hospital. In multiple logistic regression analysis, LDH, CRP, IL-6, PCT, AST-ALT ratio, NT-proBNP, and Troponin T were significantly associated with in-hospital mortality. The discrimination of NT-proBNP was 74%, and that of Troponin T was 81%. The calibration of NT-proBNP was adequate (p = 0.302), while it was inadequate for Troponin T (p = 0.010). Conclusion: Troponin T showed excellent predictive performance, while NT-proBNP showed good predictive performance for assessing in-hospital mortality in patients with diabetes mellitus hospitalized with COVID-19. Therefore, these cardiac biomarkers may be used for prognostication of COVID-19 patients. MDPI 2022-06-13 /pmc/articles/PMC9229324/ /pubmed/35746755 http://dx.doi.org/10.3390/v14061285 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Aziz, Faisal Stöcher, Hannah Bräuer, Alexander Ciardi, Christian Clodi, Martin Fasching, Peter Karolyi, Mario Kautzky-Willer, Alexandra Klammer, Carmen Malle, Oliver Aberer, Felix Pawelka, Erich Peric, Slobodan Ress, Claudia Sourij, Caren Stechemesser, Lars Stingl, Harald Stulnig, Thomas Tripolt, Norbert Wagner, Michael Wolf, Peter Zitterl, Andreas Moser, Othmar Schelkshorn, Christian Kaser, Susanne Sourij, Harald Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry |
title | Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry |
title_full | Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry |
title_fullStr | Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry |
title_full_unstemmed | Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry |
title_short | Biomarkers Predictive for In-Hospital Mortality in Patients with Diabetes Mellitus and Prediabetes Hospitalized for COVID-19 in Austria: An Analysis of COVID-19 in Diabetes Registry |
title_sort | biomarkers predictive for in-hospital mortality in patients with diabetes mellitus and prediabetes hospitalized for covid-19 in austria: an analysis of covid-19 in diabetes registry |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229324/ https://www.ncbi.nlm.nih.gov/pubmed/35746755 http://dx.doi.org/10.3390/v14061285 |
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